Cognitive radio architecture evolution

Proceedings of the IEEE

Volumn 97, Issue 4, 2009, Pages 626-641

  Mitola III, Joseph ^a  

^a Stevens Institute of Technology   (United States)

Author keywords

Architecture; Cognitive radio; Quality of information (QoI); Software defined radio (SDR)

Indexed keywords

ARCHITECTURE; COST EFFECTIVENESS; DISTRIBUTED COMPUTER SYSTEMS; NETWORK ARCHITECTURE; RADIO SYSTEMS; SOFTWARE RADIO; VISUAL LANGUAGES; WIRELESS NETWORKS;

COGNITIVE WIRELESS NETWORKS; DISTRIBUTED COMPUTATIONAL INTELLIGENCE; NATURAL LANGUAGE TEXT; QUALITY OF INFORMATIONS (QOI); RADIO SPECTRUM MANAGEMENT; RESEARCH COMMUNITIES; SOFTWARE-DEFINED RADIOS; TECHNICAL CONSTRAINTS;

COGNITIVE RADIO;

EID: 65249169227     PISSN: 00189219     EISSN: None     Source Type: Journal    
DOI: 10.1109/JPROC.2009.2013012     Document Type: Article

References (109)

1. J. Mitola, III, "Cognitive radio," Licentiate thesis, KTH, Royal Inst, of Technol., Stockholm, Sweden, Sep. 1999.
2. J. Mitola, III, "Cognitive radio for flexible mobile multimedia communications," in Proc. IEEE Mobile Multimedia Commun. Conf. (MoMuC), New York, Nov. 1999.
3. J. Mitola, III, Cognitive Radio Architecture. New York: Wiley, 2006.
4. F. Fitzek and M. Katz, Cooperation in Wireless Networks. Dordrecht, The Netherlands: Springer, 2006.
5. Proc. IEEE Dyn. Spectrum (DySPAN) Conf. 2005 and 2007, New York.
6. Proc. IEEE Cognitive Radio Oriented Wireless Netw. (CROWN) Conf., New York, 2007.
7. IEEE Cognitive Radio-Related Standards Activities: P1900, SCC41, and 802.22.
8. D. Murley, private communication, 1998.
9. J. Riihijarvi and P. Mahonen, "Exploiting spatial statistics of primary and secondary users towards improved cognitive radio networks," in Proc. CrownCom 08, Aachen, Germany, 2008.
10. E. Meshkova, J. Riihijärvi, P. Mähönen, and C Kavadias, "Modeling the home environment using ontology with applications in software configuration management, " in Proc. 15th Int. Conf. Telecommun. (ICT), St. Petersburg, Russia, Jun. 2008.
11. "Cognitive vision," AAAI Mag., Oct. 2006.
12. Proc. Human Language Technol. 2007, Stroudsburg, PA, Apr. 2007.
13. J. Mitola, Software Radio Architecture. New York: Wiley, 2000.
14. J. Mitola, III, "Software radio architecture: A mathematical perspective," IEEE J. SeI. Areas Commun., May 1999.
15. H. Huang, Z. Zhang, P. Cheng, G. Yu, and O. Qui, "Throughput analysis of cognitive MIMO system," in Proc. Int. Workshop Cross Layer Design (IWCLD'07), Jinan, China, Sep. 2007.
16. D. Novo, B. Bougard, P. Raghavan, T. Schuster, L. Van der Perre (IMEC, Leuven, Belgium), and H.-S. Kim and H. Yang (Samsung). (2006). "Energy-performance exploration of a CGA-based SDR processor," in Proc. SDR Forum Tech. Symp. [Online]. Available: www. sdrforum.org
17. C Linn and E. Koski, "The JTRS program: Software-defined radios as a software product line, " in Proc. 10th Int. Software Product Line Conf., New York, Aug. 2006.
18. J. Mitola, III, Ed., "Software radio," IEEE Commun. Mag., May 1995.
19. P. Mahonen, "Cognitive trends in making: Future of networks, " in Proc. PIMRC, New York, 2004.
20. B. S. Manoj, M. Zorzi, and R. Rao, "A new paradigm for cognitive networking," in Proc. IEEE DySPAN, New York, 2007.
21. L. Kovacs and A. Vidacs, "Spectrum auction and pricing in dynamic spectrum allocation networks," in Proc. IEEE DySPAN, New York, 2007.
22. S. Gandhi, C Buragohain, L. Cao, H. Zheng, and S. Suri, Towards Real-Time Dynamic Spectrum Auctions. Santa Barbara, CA: Univ. of California, May 22, 2007.
23. D. Grandblaise, C Kloeck, K. Moessner, V. Rodriguez, E. Mohyeldin, M. K. Pereirasamy, J. Luo, and I. Martoyo, "Techno-Economic of collaborative based secondary spectrum usage - E2R research: Project Outcomes Overview," in Proc. IEEE DySPAN, New York, 2005.
24. Google, Inc., "Letter to the US FCC, ex parte via electronic filing, RE: ex parte filing; service rules for the 690-746, 747-762, and 777-792 MHz Bands," WC Docket 06-150; WC Docket 06-129; PS Docket 06-229; WT Docket 96-86, May 21, 2007. [Online]. Available: www.fcc.org
25. FCC, "Report and order facilitating opportunities for flexible, efficient, and reliable spectrum use employing cognitive radio technologies," Washington, D.C, Mar. 11, 2005.
26. H. Harada, "Software defined radio prototype toward cognitive radio communication systems," in Proc. IEEE DySPAN, New York, 2005.
27. H. Harada, "Regulatory perspective of Japan," in Proc. VCE Regulatory Workshop, London, U.K.
28. H. Harada, "Advances in flexible radio technology to support cognitive radio," in Proc. VCE Int. Res. Workshop Intell. Spectrum Usage Pers. Commun., London, U.K., Apr. 2007.
29. W. Webb, "Keynote address," IEEE DySPAN 2007.
30. K. E. Nolan, E. Ambrose, and D. O'Mahony, "Cognitive radio: Value creation and value-migration," in Proc. SDR Forum Tech. Conf. 2006. [Online]. Available: www.sdrforum.org
31. R. Ercole, "Innovation, spectrum regulation, and DySPAN technologies access to markets," in Proc IEEE DySPAN, New York, 2005.
32. P. Mannion, "Smart radios stretch spectrum," EE Times, Dec. 5, 2005.
33. F. Seelig, "A description of the August 2006 XG demonstrations at Fort A. P. Hill," in Proc. DySPAN 2007, New York, Apr. 2007.
34. F. Perich, "Policy-based network management for next generation spectrum access control," in Proc. DySPAN 2007, New York, Apr. 2007.
35. J. Mitola, III, "Cognitive radio: An embedded agent architecture for software defined radio," doctoral thesis, KTH, Royal Inst. of Technol., Stockholm, Sweden, Jun. 2000.
36. S. Haykin, "Cognitive radio: Brain-empowered wireless communications, IEEE J. Sel. Areas Commun., Feb. 2005.
37. Y. Chen, H. Huang, Z. Zhang, V. Lau, and P. Qiu, "Spectrum access for cognitive radio network employing rateless code, " in Proc. Int. Commun. Conf., New York, 2008. IEEE.
38. N. Nilsson, Principles of Artificial intelligence. Palo Alto, CA: Tioga, 1980.
39. H.-M. Huang, "Toward a generic model for Autonomy Levels for Unmanned Systems (ALFUS)," in Proc. Perform. Metrics Intell. Syst. (PerMIS'03), Gaithersburg, MD, Sep. 2003.
40. G. Liu et al., "On multi-agent collaborative planning and its application in RoboCup, " in Proc. 3rd World Congr. Intell. Contr. Autom., New York, 2000.
41. P. Stone. (2005). Reinforcement learning for RoboCup soccer keepaway. Sage J. [Online]. Available: www.adb.sagepub.com
42. R. H. Bordini et al, Multi-Agent Programming Languages, Platforms and Applications. Berlin, Germany: Springer-Verlag, 2005.
43. B. Bougard, L. Hollevoet, F. Naessens, T. Schuster, C Ho (Anthony) Ng, and L. Van der Perre, "A low power signal detection and pre-synchronization engine for energy-aware software defined radio," in Proc. SDR Forum Tech. Symp. 2006, Leuven, Belgium. IMEC [Online]. Available: www. sdrforum.org
44. T. Kanter, "A service architecture, test bed and application for extensible and adaptive mobile communication," in Proc. PCC'01, New York, 2001.
45. Proc. 1st Dagstuhl Workshop Cognitive Radio, Dagstuhl, Germany, 2003.
46. Proc. IEEE Dyn. Spectrum (DySPAN) Conf. 2006 and 2007.
47. Google, Inc., "Letter to Marlene H. Dortch, Office of the Secretary, Federal Communications Commission, Re: MHz Bands," WC Docket 06-150; WC Docket 06-129; PS Docket 06-229; WT Docket 96-86, May 21, 2007. [Online]. Available: www.fcc.org
48. F. Fitzek and M. Katz, "Cooperation in nature and wireless communications," in Cooperation in Wireless Networks. Dordrecht, The Netherlands: 2006.
49. F. Fitzek, P. Kyritsi, and M. Katz, "Power consumption and spectrum usage paradigms in cooperative wireless networks," in Cooperation in Wireless Networks. Dordrecht, The Netherlands: Springer, 2006.
50. A. B. Olsen and P. Koch, "Energy aware task allocation in cooperative wireless networks," in Cooperation in Wireless Networks. Dordrecht, The Netherlands: Springer, 2006.
51. A. Chakrabarti, A. Sabharwal, and B. Aazhang, "Cooperative communications," in Cooperation in Wireless Networks. Dordrecht, The Netherlands: Springer, 2006.
52. P. Mä̈honen, M. Petrova, and J. Riihijärvi, "Cooperation in ad-hoc networks," in Cooperation in Wireless Networks. Dordrecht, The Netherlands: Springer, 2006.
53. J. N. Laneman, "Cooperative diversity," in Cooperation in Wireless Networks Dordrecht, The Netherlands: Springer, 2006.
54. S. Cui and A. J. Goldsmith, "Cooperation techniques in cross-layer design," in Cooperation in Wireless Networks. Dordrecht, The Netherlands: Springer, 2006.
55. K. Wrona and P. Mähönen, "Stability and security in wireless cooperative networks," in Cooperation in Wireless Networks. Dordrecht, The Netherlands: Springer, 2006.
56. C Mathur and K. P. Subbalakshmi, "Security issues in cognitive radio networks," in Cognitive Networks. New York: Wiley, 2007.
57. O.-S. Shin et al., "Cooperation, competition and cognition in wireless networks," in Cooperation in Wireless Networks. Dordrecht, The Netherlands: Springer, 2006.
58. P. Eggers et al., "Cooperative antenna systems," in Cooperation in Wireless Networks. Dordrecht, The Netherlands: Springer, 2006.
59. T. Masden, "Cooperative header compression," in Cooperation in Wireless Networks. Dordrecht, The Netherlands: Springer, 2006.
60. J. C. H. Lin and A. Stefanov, "Cooperative coding and its application to OFDM systems," in Cooperation in Wireless Networks. Dordrecht, The Netherlands: Springer, 2006.
61. Y. Takatori, "Cooperative methods for spatial channel control," in Cooperation in Wireless Networks. Dordrecht, The Netherlands: Springer, 2006.
62. Q. H. Mahmoud, Ed., Cognitive Networks. New York: Wiley, 2007.
63. K. Liebnitz, N. Wakamiya, and M. Murata, "Biologically inspired networking," in Cognitive Networks. New York: Wiley, 2007.
64. J. Strassner, "The role of autonomic networking in cognitive networks," in Cognitive Networks. New York: Wiley, 2007.
65. "An architectural blueprint for autonomic computing," in Cognitive Networks. New York: Wiley, 2007.
66. A. Ginsberg, W. Home, and J. Poston, "The semantic side of cognitive radio," in Cognitive Networks. New York: Wiley, 2007.
67. M. Kokar et al., "Roles of ontologies in cognitive radios," in Cognitive Radio Technology. Amsterdam, The Netherlands: Elsevier, 2006.
68. M. Cummings et al, "IEEE 802.21: The leading edge of a larger challenge. "
69. J. O. Neel, J. H. Reed, and R. P. Gilles, "Convergence of cognitive radio networks," in Proc. IEEE WCNC, New York, 2004.
70. Commun. Daily, Dec. 11, 2007.
71. T. Russell, Signaling System #7, 5th ed. New York: McGraw-Hill, 2006.
72. M. Sexton and A. Reid, Transmission Networking: Sonet and the Synchronous Digital Hierarchy. Norwood, MA: Artech House, 1992.
73. IETF, "Session initiation protocol," RFC 3261 [2] and SIP enumservice, RFC 3764, Apr. 2004.
74. J. Davies, Understanding IPv6. Redmond, WA: Microsoft, 2003.
75. G. Carenini and R. Sharma, "Exploring more realistic evaluation measures for collaborativefiltering," in Proc AAAI 04, Palo Alto, CA, 2004.
76. A.-B. Garcia et al., TM Transport Between UMTS Base Stations and Controllers: Supporting Topology and Dimensioning Decisions. New York: IEEE Press, 2004.
77. D. Bourse et al., "FP7 E3 project key challenges," in Proc. SDR Forum Tech. Conf. 2007, Denver, CO, Nov. 2007.
78. S. Zhong, "Performance evaluation of the functional description language in a SDR environment," in Proc. SDR Forum Tech. Conf. 2007, Denver, CO, Nov. 2007.
79. R. C Meier, "Communication network providing wireless and hard-wired dynamic routing," U.S. Patent 0 112 767, 2003.
80. A. Bravo, "Advanced positioning and location based services In4g mobile-ip radio access networks," in Proc. PIMRC, New York, 2004.
81. N. Bhatia, "Policy management in context-aware networks," M.Sc. thesis, KTH, Royal Inst. of Technol., Stockholm, Sweden, 2007.
82. Cantor Telecom, "Cantor telecom revolutionizes trading of radio frequencies with launch of Cantor Spectrum & Tower Exchange," New York, Dec. 20, 2004.
83. F. Capar and F. Jondral, "Spectrum pricing for excess bandwidth in radio networks," in Proc. PIMRC, New York, Sep. 2004.
84. K. Nolan et al, "Dynamic spectrum access and coexistence experiences involving two independently developed cognitive radio testbeds," in IEEE DySPAN, New York, Apr. 2007.
85. K. Nolan, personal communication, Mar. 2008.
86. D. Maldonado et al, "Cognitive radio applications to dynamic spectrum allocation, " in Proc. DySPAN, New York, 2005.
87. SAFECOM Program, U.S. Department of Homeland Security, "Statement of requirements for public safety wireless communications and interoperability, version 1.0," Mar. 10, 2004.
88. S. Li, Univ. of Electronic Science & Technology of China, "Contribution for IEEE 802.22 WRAN systems: Sensing scheme for DVB-T," Nov. 2007.
89. S.-G. Jung et al., "Development of URC testing & certification system," in Proc. Int. Symp. Comput. Intell. Robot. Autom. 2007 (CIRA 2007), New York, Jun. 2007, pp. 20-23.
90. T. Kotoku, OMG Working Group Meeting, Tampa, FL, Jan. 2006.
91. "Cognitive vision," AAAI Mag., Spring, 2006.
92. J. Mitola, III, "Keynote address," CROWNCom 2007, New York.
93. J. S. Olsson, "Combining evidence for improved speech retrieval," in Proc. Doctoral Consortium Workshop (NAACL-HLT 2007), Madison, WI, Apr. 22, 2007.
94. J. Campbell, "Speaker recognition: A tutorial," Proc. IEEE, Sep. 1997.
95. "Text analytics: On the trail of business intelligence," Nov. 1, 2007. [Online]. Available: www.kmworld.com
96. B. Abu Shawar and E. Atwell, "Different measurements metrics to evaluate a chatbot system," in Bridging the Gap: Academic and Industrial Research in Dialog Technologies Workshop (AACL-HLT), Rochester, NY, Apr. 2007.
97. J. Stroessner, "Autonomic networks," in Cooperation in Wireless Networks. Amsterdam, The Netherlands: Elsevier, 2007.
98. M. Cummings et al., "Commercial wireless metalanguage scenario," in Proc. SDR Forum Tech. Conf., Denver, CO, Nov. 2007.
99. Y. Gao (IBM User Interface Technologies). (2007). "Speech-to-speech translation." [Online]. Available: http://www.domino. watson.ibm.com
100. F. Och. (2006, Apr. 28). Statistical machine translation. [Online]. Available: www. googleresearch.blogspot.com
101. L. Yongquan, "Current natural language computing in China, " Oxford J. Literary Linguistic Comput., 1990.
102. K. Deschacht and M.-F. Moens, "Text analysis for automatic image annotation," in Proc. 45th Annu. Meeting Assoc. Comput. Linguistics, Prague, Czech Republic, Jun. 2007.
103. R. Gopal, "Model based framework for implementing situation management infrastructure," in Proc. IEEE MILCOM, New York, 2007.
104. K. Chrisler, "A user-centered approach to the wireless world," in Technologies for the Wireless Future, R. Tafazolli, Ed. New York: Wiley, 2005.
105. M. A. Beach, C. M. Tan, and A. R. Nix, "Indoor dynamic double directional measurements," in Proc. Int. Conf. Electromagn. Adv. Applicat., Turin, Italy, 2003.
106. J. Stine, "A location-based method for specifying RF spectrum rights," in Proc. DySPAN, 2007.
107. S. Gandhi et al., "A general framework for wireless spectrum auctions," in DySPAN, New York, 2007.
108. S. Sengupta et al., "An economic framework for spectrum allocation and service pricing with competitive wireless service providers," in DySPAN, New York, 2007.
109. S. D. Jones et al., "Characterization of spectrum activities in the U.S. public safety band for opportunistic spectrum access," in DySPAN, New York, 2007.